{"id":"W3155340014","doi":"10.1080/07060661.2021.1915876","title":"Virulence structure of <i>Blumeria graminis</i> f. sp. <i>tritici</i>, the causal agent of wheat powdery mildew, in Ontario, Canada, in 2018 and 2019","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Blumeria graminis; Powdery mildew; Biology; Virulence; Population; Cultivar; Genetics; Genotype; Gene; Plant disease resistance; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007961225,0.0002465397,0.0001498278,0.0007372371,0.0006567276,0.0004304264,0.0002073279,0.0001510732,0.0004824069],"category_scores_gemma":[0.0002151614,0.0001912115,0.0002278612,0.0005196072,0.0002739938,0.000130244,0.0002347848,0.0003253291,0.0001331541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00597262,"about_ca_system_score_gemma":0.003299042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6913184,"about_ca_topic_score_gemma":0.7833129,"domain_scores_codex":[0.999798,0.000006088427,0.000008319655,0.00004120989,0.00006351453,0.00008290718],"domain_scores_gemma":[0.9996069,0.00001229851,0.0001233992,0.00001347775,0.0001391639,0.0001046936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008630854,0.0001000472,0.3929961,0.00006033251,0.00004916121,0.0004213748,0.001496655,0.0002592568,0.5956478,0.0001392179,0.0005583873,0.007408573],"study_design_scores_gemma":[0.000002870796,0.00003991223,0.9966453,0.000002049237,0.000006304892,0.00005395389,0.0002141363,0.00009380775,0.002440259,0.000004638963,0.0004935391,0.000003243256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998591,0.0000784143,0.00004187608,0.00002638012,0.000001737767,0.00000967459,0.0006156896,0.000004793556,0.0006302663],"genre_scores_gemma":[0.9965768,0.00009736432,0.00009301872,0.00002021068,0.00000122172,0.000008442278,0.001957345,0.000003063767,0.001242382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086816,"threshold_uncertainty_score":0.620999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056117889299237,"score_gpt":0.1750391305099968,"score_spread":0.1644779516170045,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}